A comprehensive survey on machine learning for networking: Evolution, applications and research opportunities, J. Internet Services Appl, vol.9, issue.1, p.16, 2018. ,
The zero touch network, Proc. IEEE CNSM, pp.1-39, 2016. ,
Emerging Automation Techniques for the Future Internet, 2018. ,
, , 2019.
RIPE Atlas: A global Internet measurement network, Internet Protocol J, vol.18, issue.3, pp.2-26, 2015. ,
A sticky HDP-HMM with application to speaker diarization, Ann. Appl. Stat, vol.5, issue.2A, pp.1020-1056, 2011. ,
Markov chain sampling methods for Dirichlet process mixture models, J. Comput. Graph. Statist, vol.9, issue.2, pp.249-265, 2000. ,
Hierarchical Dirichlet processes, J. Amer. Statist. Assoc, vol.101, issue.476, pp.1566-1581, 2006. ,
Modeling end-to-end delay using Pareto distribution, Proc. 2nd Int. Conf. Internet Monitor. Protection (ICIMP), p.21, 2007. ,
Weibull mixture model to characterise endto-end Internet delay at coarse time-scales, IEE Proc., Commun, vol.153, issue.2, pp.295-304, 2006. ,
Using mixed distribution for modeling end-to-end delay characteristics, 2005. ,
Predicting Internet endto-end delay: A multiple-model approach, Proc. IEEE 24th Annu. Joint Conf. IEEE Comput, vol.4, pp.2815-2819, 2005. ,
Modeling Internet delay dynamics for teleoperation, Proc. IEEE Conf. Control Appl. (CCA), pp.1528-1533, 2005. ,
Modeling and prediction of the Internet endto-end delay using recurrent neural networks, J. Netw, vol.4, issue.6, pp.528-535, 2009. ,
Round trip time prediction using recurrent neural networks with minimal gated unit, IEEE Commun. Lett, vol.23, issue.4, pp.584-587, 2019. ,
Hidden Markov modeling for network communication channels, Eval. Rev, vol.29, issue.1, pp.92-101, 2001. ,
Continuous-time hidden Markov models for network performance evaluation, Perform. Eval, vol.49, issue.1-4, pp.129-146, 2002. ,
Internet traffic modeling by means of Hidden Markov Models, Comput. Netw, vol.52, issue.14, pp.2645-2662, 2008. ,
An empirical mixture model for large-scale RTT measurements, Proc. IEEE Conf. Comput. Commun. (INFOCOM), pp.2470-2478, 2015. ,
Statistical characterization of round-trip times with nonparametric hidden Markov models, Proc. IFIP/IEEE Symp. Integr. Netw. Service Manage. (IM), pp.43-48, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02010099
Joint minimization of monitoring cost and delay in overlay networks: Optimal policies with a Markovian approach, J. Netw. Syst. Manage, vol.27, issue.1, pp.188-232, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-01857738
Understanding network delay changes caused by routing events, Proc. ACM SIGMETRICS Int. Conf. Meas. Model. Comput. Syst, pp.73-84, 2007. ,
Maximum likelihood from incomplete data via the em algorithm, Stat. Soc. B, Methodol, vol.39, issue.1, pp.1-38, 1977. ,
A tutorial on hidden Markov models and selected applications in speech recognition, Proc. IEEE, vol.77, pp.257-286, 1989. ,
A new look at the statistical model identification, IEEE Trans. Autom. Control, vol.19, issue.6, pp.716-723, 1974. ,
Estimating the Dimension of a Model, Ann. Statist, vol.6, issue.2, pp.461-464, 1978. ,
Monte Carlo Statistical Methods, 1998. ,
Information Theory, Inference and Learning Algorithms, 2002. ,
A Bayesian analysis of some nonparametric problems, Ann. Statist, vol.1, issue.2, pp.209-230, 1973. ,
Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems, Ann. Statist, vol.2, issue.6, pp.1152-1174, 1974. ,
The infinite hidden Markov model,'' in Proc, Adv. Neural Inf. Process. Syst, pp.577-584, 2002. ,
A tutorial on Bayesian nonparametric models, J. Math. Psychol, vol.56, issue.1, pp.1-12, 2012. ,
A constructive definition of Dirichlet priors, Statistica Sinica, vol.4, pp.639-650, 1994. ,
Ferguson distributions via Pólya urn schemes, Ann. Statist, vol.1, issue.2, pp.353-355, 1973. ,
One-to-one matching of RTT and path changes, Proc. 29th Int. Teletraffic Congr. (ITC), vol.1, pp.196-204, 2017. ,
, MANIC: Measurement and ANalysis of Internet Congestion, 2019.
Does the Internet route around damage? A case study using RIPE atlas, 2015. ,
Demonstration of the RIPE atlas trends API, 2019. ,
Pinpointing delay and forwarding anomalies using large-scale traceroute measurement, Proc. Internet Meas. Conf, pp.15-28, 2017. ,
Detecting peering infrastructure outages in the wild, Proc. ACM SIGCOMM, pp.446-459, 2017. ,
Does the Internet route around damage, Tech. Rep, 2018. ,
AdOn HDP-HMM: An adaptive online model for segmentation and classification of sequential data, IEEE Trans. Neural Netw. Learn. Syst, vol.29, issue.9, pp.3953-3968, 2018. ,
Particle gibbs for infinite hidden Markov models, Advances in Neural Information Processing Systems, pp.2395-2403, 2015. ,
On the constancy of Internet path properties, Proc. 1st ACM SIGCOMM Workshop Internet Meas, pp.197-211, 2001. ,
Periodic path changes in RIPE atlas, IEEE Access, vol.7, pp.65518-65526, 2019. ,